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A small business ran an A/B test to check if US consumers would buy products made in the USA. Afina, a showerhead manufacturer, conducted an A/B test offering its customers two identical products:

  • One "Made in Asia," priced at $129, and

  • Another "Made in the USA," priced at $239:

Despite widespread claims of support for American-made goods, nearly all of the 25,650 customers opted for the lower-priced, foreign-made option.

For context:

  • In early April, the US imposed tariffs of up to 145% on Chinese imports with an aim of encouraging domestic manufacturing.

  • Predictably, these tariffs have led to increased costs for businesses and consumers alike.

  • The million-dollar question has been simple: "Will US consumers choose to pay a premium for American-made goods?"

Not a perfect experiment:

In fairness, Afina's A/B test had some imperfections:

  • Pricing. The price difference (an 85% increase) exceeded typical tariff impacts. Tariffs raise costs, but not usually this much.

  • Brand. Both products were presented as identical except for origin and price, whereas in real-world scenarios the US-made products would differentiate themselves through branding, quality, ethics, etc.

  • Online vs retail. The test was conducted online, where price sensitivity is heightened (due to easy comparison). In physical retail settings, factors like immediate availability influence consumers differently.

  1. 1

    I build a osftware to create clips from YouTube videos, using transcription and automatically creating subtitles. I created it from Mexico, so is it better to register rhe company in USA?

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  3. 1

    This is a great reality check. People say one thing in surveys and do another at checkout.

    85% price difference is steep though. Would be interesting to see results at a smaller gap — maybe 20-30%. There's probably a threshold where "Made in USA" actually converts, but $110 extra for a showerhead is a hard sell for most people.

    Also wonder if the product category matters. For something like baby products or food, people might pay more. For a showerhead? Price wins.

    Thanks for sharing real data instead of just opinions.

  4. 1

    Interesting, i have done the same kind of A/B testing using Vibrantsnap app, i create multiple videos, one for each region/purpose and track which one is converting the best

  5. 7

    The guy was obviously skewing his A/B test to fail American made either to confirm some bias he has or he is trying to get engagement since talking down on tariffs seems to be the trend right now vs being neutral or positive about tariffs tend to be met with intense scrutiny.

    He left too many factors & crucial information out -not just the ones you pointed out (which already show he had a bias) for it to be considered non intentional. And seeing his expertise, he knew exactly what the results would be and what to leave out to make the results seem believable

    1. 4

      Came to say the exact same! This was not an A/B test. It was a smart marketing campaign lol

      1. 2

        Smart is definitely a good way to put it. Media is pumping up the masses with a certain belief, then create a fake “study” to show its ‘true’

    2. 4

      So what did he leave out?

      1. 2

        Why don’t you read the article? If you did and still don’t know, please stay far away from running your own business until you take some basic courses

        1. 1

          I was asking for your perspective, not for advice wrapped in bluster. A little courtesy goes a long way — when dealing with people... or customers.

          1. 1

            Ask stupid questions then you’ll get exactly those kind of replies. Do me a favor and learn basic social skills while you’re at it too

            1. 1

              You might want to reflect on your own social skills before giving advice to others. I’m done here.

              1. 2

                Good, no one wanted you here any way

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    3. 2

      What did he leave out?

    4. 1

      Better testing would be what about closer prices, what happens when the difference is 20$ or 50$

      1. 2

        Facts, he just pumped up the price with no valid explanation

  6. 1

    This is a really interesting example of how perceived value and trust affect buying decisions more than price alone.

    I see a similar dynamic in local service businesses, where customers often choose reliability and transparency over the cheapest option. In my case, I’m working on a local dumpster rental business and testing how messaging around service quality, local presence, and clear pricing impacts conversions versus competing purely on price.

    For context, this is the site I’m experimenting with while testing those ideas:

    Curious whether others here have seen similar results where positioning outweighed price sensitivity in non-SaaS businesses.

  7. 1

    I noticed the same while building simple AI systems — beginners don’t fail because of tools, but because of too many steps.

  8. 1

    That's very interesting and the test confirms exactly what was tried in Australia by a prominent business owner some 15 years ago. His name was Dick Smith who had a similar conviction as Trump and others who believe in buying local made products, essentially the "American First" policy.

    What happened?

    Dick Smith Electronics was bankrupt within years. His surveys and testing of the Australian Consumer told him the KPI's were there, the profit and loss and balance sheet all made sense and so he went full speed ahead. He targeted popular malls throughout Australia. What happened? his failed business model revealed that Australians say one thing to appear Patriotic and loyal to Australia, but when it comes down to their wallet and back pocket, they secretly float across the mall and buy JB Electronics who have no problem selling Chinese Manufactured products 35-45% cheaper. The reality is the Western World cannot compete with China who pay their employees next to nothing. It's just not possible with the significantly higher minimum wage and benefit requirements in Aus and the US.

    It's everywhere we look. The Trump supporter isn't driving Ford. He's driving Toyota because it's not a lemon and will go forever. It's not about Tariffs. That was never going to work. The foreign company simply passes the cost onto the American consumer. So it's been a disaster the likes of which we've never seen before. Anyway. I could go on forever.

  9. 1

    Very interesting.

  10. 3

    Large amount of flaws with this:

    1. An honest A/B test would have been running two marketing campaigns with separate product links / store fronts. When consumers are given the option for the same provided value, and since it is a shared store page the perceived value to the consumer is the same and much more apparent.

    2. The marketing design for the product option, "Made In USA" uses psychology to hurt the product made in the USA. The fact it is "marked up" is going to have a similar effect as marking down a product and how it causes conversion rate to jump, this marking up effect will cause the inverse and conversion rates will fall.

    3. The pricing is way off, if the product really is "3x more expensive to produce" then in theory wouldn't the price be $129x3? Since the base price is $129. It seems that you just chose a number to put on it. Does this also account for lower shipping costs since you will be shipping domestically?

    4. How many visitors were from the campaign vs "cold" visitors

    5. What are the demographics? People from Central America probably won't care a product is made in the USA. If they were all from the USA, I feel you probably would have mentioned that.

    A more honest study would have been, based on historical data... Did the conversion rate drop when adding "Made in the USA" and adjusting the price to reflect the increased production cost?

    Optionally, to make it more fair... leaving out politically motivated messaging such as tariffs can help prevent the skewing of results since political motives often do not align with atypical consumer behavior.

    Also, in the nature of basic consumer behavior how does the price reflect similar products also based in the USA?

    The idea was good, but bias, execution of the study, and the lack of comprehensive data does not constitute a iron clad conclusion of consumer behavior as a whole, or even this specific market.

  11. 3

    Also depends on what product... what target market. You can't make blanket statements like this for all products.

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  13. 1

    Interesting test. What stood out to me is how big the price gap was. When the difference is more than a hundred dollars, most people will choose the cheaper option no matter what they say about values or origin. Online buying makes this even sharper since comparing prices takes one second.

    It makes me think the real question isn’t “will people pay more for Made in USA” but “how small does the gap need to be before origin or story starts to matter at all.” Would be cool to see a follow up with a smaller spread or stronger branding around the US-made version.

    1. 1

      I agree the gap is way too large.

      $100 difference will test 99.99% of people's buying decision. No one will pay an extra $100 on each item to buy USA made products.

      Would be interested too learn like you aaud what is the gap that gets people to buy and can it be done.

      It would require owning the entire chain or someone that sets up a manufacturer that can compete.

  14. 2

    What software did you use for the a/b testing

  15. 2

    Interesting test — but Id argue the conclusion is a bit too black and white.

    sure, most people chose the cheaper option, but the price gap was $110!!, not just a few dollars - that’s not "voting with your wallet" , that’s survival mode for a lot of families right now.

    Also, the products were presented as identical except for price and origin. In the real world, American-made goods often come with stronger branding, better materials, or ethical positioning. None of that was visible here — no story, no emotional connection, just a higher number on the screen.

    People don’t just pay more for the country — they pay more for what the brand stands for.

    So yes, price matters. But let’s not pretend this was a fair fight.

  16. 2

    It's a powerful reminder that how you present the value beyond just "made in the USA" can make a big difference. Maybe a redesigned product page that tells a stronger story about the benefits (quality, sustainability, local jobs, etc.) could have helped bridge that pricing gap a bit more.

    I work with startups and small businesses on landing page design and UX, so this kind of A/B testing insight is gold. Thanks for sharing real-world lessons we can all learn from.

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  20. 1

    Interesting experiment! Running an A/B test on “Made in the USA” labeling provides valuable insights into consumer preferences and can guide smarter marketing and product decisions.

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    Thanks for sharing the data! It’s rare to see such transparency with real numbers. Looking forward to seeing how this evolves.

  25. 1

    Seems just a little biased, I would say A/B testing should have less variables that are different.

    Only keep one variable changing, so you can isolate the reasons of the differences.

    IMO this is not A/B testing, they are 2 different sepparate camapigns, different prices, almost different producst and different audience.

  26. 1

    Really interesting test 👀 It shows how consumer behavior doesn’t always match what they claim. I’m learning the same in SEO — you can create quality content, but if it’s not priced/positioned right, people scroll past. That’s why I share my own process on TikTok and boost it with Zefoy

    , so my content actually reaches the right audience and ranks better.”

  27. 1

    China is inseparable in US supply chain. I don't believe high tariff would make American-made products more desirable. In fact, it would make the prices extremely higher due to higher cost of materials and labor. Therefore, American-made products will be sold less.

  28. 1

    Really interesting A/B test — it shows that while people say they’ll pay more for local products, price almost always wins when the difference is this high. Especially online, where comparisons are so easy, consumers default to the cheaper option.

    The key for small businesses is finding ways to position and brand the product so customers feel that extra cost is justified. At Saturncube we often see that when companies invest in better digital experiences and storytelling, it helps shift focus away from price alone.

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  30. 1

    I think the price gap is sooo huge. 110$ is extreme gap, logical explanation can be added for it.

  31. 1

    A small business conducted an A/B test to see if “Made in USA” labeling influenced purchase decisions among US consumers. One group saw products with the label, while the other did not. Results showed a noticeable sales lift for labeled items, suggesting patriotism and quality perception significantly impacted buying behavior in the domestic market.

  32. 1

    Interesting results — it really shows how actual buying behavior can be very different from what people say

  33. 1

    Really insightful test. It clearly shows that "Made in USA" alone isn't enough to justify a higher price unless it's backed by strong branding or a compelling story. Consumers care more about value than origin when the price gap is this big. Thanks for sharing real data

    1. 1

      You are absolutely right

  34. 1

    What about the quality

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  36. 1

    Great what a thought! Sounds like patriotic fellings.

  37. 1

    Interesting study although a bit skewed like you mention. They should have researched where the price ratio vs drop-off lays.

  38. 1

    Yes even I have heard of people who were doing same things to test their products in US. Surprisingly they also got the same result as you.

  39. 1

    Really interesting test! It’s eye-opening to see the gap between what people say and what they actually do. Thanks for sharing real data—this gives valuable insight into consumer behavior and the real challenges of reshoring.

  40. 1

    Nice Post. Keep sharing such detail oriented blog.

  41. 1

    I don't even think having the same price is a good a/b test. It needs to be in the store and clearly displayed made in America. The normal consumer is not going out of their way to buy in America.

    For example, I love Anker products, I find them to be well-built and a great product. I would prefer this over a made in america product.

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    Super interesting test, and props to you for actually running an A/B experiment instead of just debating hypotheticals.

    It’s such a strong example of the “say vs do” gap — especially in values-driven buying. As indie founders, we often assume people will pay for ethics, origin, or sustainability — but price nearly always dominates unless there’s a strong brand or emotional moat.

    One takeaway for me is that "Made in the USA" isn’t a value prop on its own — it's a multiplier if the brand already resonates. Without story, design, or differentiation, origin becomes a cost rather than a feature.

    Thanks for sharing transparently — this kind of real-world data is gold. Curious if you plan to retest with different messaging or layered value props around the US-made version (e.g. materials, lifetime warranty, carbon footprint)?

  44. 1

    Interesting test idea! It's helpful to see real-world insights on consumer choices, though there might be room to refine the approach for more balanced results. Thanks for sharing!

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    Quality comparison will play a role

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  47. 1

    Hello, bravo for this study. I think it's a good idea to do a good case study such as A/B test before sell.

  48. 1

    hmm this is a cool study

  49. 1

    A better AB test would be showing the same product and only modifying the "Made in USA" to "Made in Asia" to see if that makes a difference. The price along would crete too much bias.

  50. 1

    Classic example of stated vs revealed preferences. Price elasticity wins — especially online, where comparison is frictionless. I’d love to see this retested with smaller price gaps or stronger differentiation (e.g. "supports local jobs" or "lifetime warranty" on the U.S. version). Either way, great data point for anyone thinking about reshoring.

  51. 1

    Really interesting experiment — and a stark reminder of the difference between what consumers say and what they actually do.

    While people often express strong support for “Made in the USA,” this test shows that when faced with an 85% price jump for the same product, most will still choose the more affordable option. Not surprising in an online setting, where price comparisons are just a click away.

    That said, the test isn’t without its limitations. In real-world scenarios, American-made products often come with more than just a label — there’s branding, perceived quality, ethical considerations, and customer service that can help justify a higher price. None of that was built into this A/B test.

    Still, the takeaway is clear: patriotism doesn’t always win at checkout — especially when the price gap is steep.

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  53. 1

    Interesting article. I consider to use A/B test but always staying away from it for long time. Thank you for explaining everything.

  54. 1

    Thanks for this article I really appreciated your post, but one question comes to mind regarding your methodology,

    How did you control for external variables that could have influenced the results of your A/B test ?

    For example, factors like seasonality, competing advertising campaigns, or broader economic events might have impacted consumer behavior.

    Did you implement any mechanisms to isolate the specific effect of the "Made in USA" label ?

  55. 1

    Everyone says they support American-made until it hits their wallet. This test just confirms what we already know: most buying decisions, especially online, are driven by price. If you want to sell Made in USA, you need more than a label. You need a clear reason why it’s better.

    1. 1

      Totally agree. This A/B test is a perfect example of how price can trump patriotism, especially in a digital environment where comparisons are effortless. Value and branding are key to justifying a higher price tag. 

  56. 1

    Really interesting test and smart marketing campaign

  57. 1

    We saw that update on the dowhatwork LinkedIn page, and it was incredible how the perceptions (and of course guided by the price) can change and make people take a decision!

  58. 1

    goode ideals thank!

  59. 1

    Really interesting test. Makes me wonder, would a smaller price gap plus stronger US-made branding change behaviour even a little? Also, I would love to see a second test directly explore emotional triggers (more explicitly) than just price and origin.

  60. 1

    People's behavior is much more honest than their words. Better to observe what customers' real chose are in the real shopping environment.

  61. 1

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  62. 1

    data is important

  63. 1

    whoooooa !!!

    Really interesting to see this (I'm not American, just sharing an outsider’s perspective).

    It’s a strong reminder that even when people want to support local manufacturing, price still plays a huge role — especially with today’s economy.

    Also appreciate you sharing real numbers on something so critical for your business. It's not always easy, but super valuable for the community.

    Honestly, I feel the results would probably be very similar in places like Canada or Mexico too.

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    This comment was deleted 3 months ago

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    This comment was deleted 6 months ago

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